Report without correlations

Dataset statistics

Number of variables	24
Number of observations	102825
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.6 MiB
Average record size in memory	200.0 B

Variable types

Numeric	16
Categorical	8

Alerts

`id` is uniformly distributed	Uniform
`id` has unique values	Unique
`Inflight wifi service` has 3075 (3.0%) zeros	Zeros
`Departure/Arrival time convenient` has 5259 (5.1%) zeros	Zeros
`Ease of Online booking` has 4443 (4.3%) zeros	Zeros
`Online boarding` has 2428 (2.4%) zeros	Zeros
`Departure Delay in Minutes` has 58649 (57.0%) zeros	Zeros
`Arrival Delay in Minutes` has 58135 (56.5%) zeros	Zeros

Reproduction

Analysis started	2023-02-21 16:53:22.461516
Analysis finished	2023-02-21 16:53:53.214424
Duration	30.75 seconds
Software version	pandas-profiling vv3.5.0
Download configuration	config.json

id
Real number (ℝ)

UNIFORM
UNIQUE

Distinct	102825
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64979.966

Minimum	1
Maximum	129880
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	1
5-th percentile	6601.2
Q1	32590
median	64939
Q3	97431
95-th percentile	123447.4
Maximum	129880
Range	129879
Interquartile range (IQR)	64841

Descriptive statistics

Standard deviation	37471.265
Coefficient of variation (CV)	0.57665873
Kurtosis	-1.1984264
Mean	64979.966
Median Absolute Deviation (MAD)	32424
Skewness	0.001639048
Sum	6.681565 × 10⁹
Variance	1.4040957 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70172	1	< 0.1%
60921	1	< 0.1%
118574	1	< 0.1%
23529	1	< 0.1%
16272	1	< 0.1%
58438	1	< 0.1%
2352	1	< 0.1%
65908	1	< 0.1%
67057	1	< 0.1%
18481	1	< 0.1%
Other values (102815)	102815	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
129880	1	< 0.1%
129879	1	< 0.1%
129878	1	< 0.1%
129875	1	< 0.1%
129874	1	< 0.1%
129873	1	< 0.1%
129871	1	< 0.1%
129870	1	< 0.1%
129869	1	< 0.1%
129867	1	< 0.1%

Gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Female	52169
Male	50656

Length

Max length	6
Median length	6
Mean length	5.0147143
Min length	4

Characters and Unicode

Total characters	515638
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Male
3rd row	Female
4th row	Female
5th row	Male

Common Values

Value	Count	Frequency (%)
Female	52169	50.7%
Male	50656	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
female	52169	50.7%
male	50656	49.3%

Most occurring characters

Value	Count	Frequency (%)
e	154994	30.1%
a	102825	19.9%
l	102825	19.9%
F	52169	10.1%
m	52169	10.1%
M	50656	9.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	412813	80.1%
Uppercase Letter	102825	19.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	154994	37.5%
a	102825	24.9%
l	102825	24.9%
m	52169	12.6%

Uppercase Letter

Value	Count	Frequency (%)
F	52169	50.7%
M	50656	49.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	515638	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	154994	30.1%
a	102825	19.9%
l	102825	19.9%
F	52169	10.1%
m	52169	10.1%
M	50656	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	515638	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	154994	30.1%
a	102825	19.9%
l	102825	19.9%
F	52169	10.1%
m	52169	10.1%
M	50656	9.8%

Customer Type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Loyal Customer	84003
disloyal Customer	18822

Length

Max length	17
Median length	14
Mean length	14.549147
Min length	14

Characters and Unicode

Total characters	1496016
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Loyal Customer
2nd row	disloyal Customer
3rd row	Loyal Customer
4th row	Loyal Customer
5th row	Loyal Customer

Common Values

Value	Count	Frequency (%)
Loyal Customer	84003	81.7%
disloyal Customer	18822	18.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
customer	102825	50.0%
loyal	84003	40.8%
disloyal	18822	9.2%

Most occurring characters

Value	Count	Frequency (%)
o	205650	13.7%
l	121647	8.1%
s	121647	8.1%
y	102825	6.9%
a	102825	6.9%
	102825	6.9%
C	102825	6.9%
u	102825	6.9%
t	102825	6.9%
m	102825	6.9%
Other values (5)	327297	21.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1206363	80.6%
Uppercase Letter	186828	12.5%
Space Separator	102825	6.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	205650	17.0%
l	121647	10.1%
s	121647	10.1%
y	102825	8.5%
a	102825	8.5%
u	102825	8.5%
t	102825	8.5%
m	102825	8.5%
e	102825	8.5%
r	102825	8.5%
Other values (2)	37644	3.1%

Uppercase Letter

Value	Count	Frequency (%)
C	102825	55.0%
L	84003	45.0%

Space Separator

Value	Count	Frequency (%)
	102825	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1393191	93.1%
Common	102825	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	205650	14.8%
l	121647	8.7%
s	121647	8.7%
y	102825	7.4%
a	102825	7.4%
C	102825	7.4%
u	102825	7.4%
t	102825	7.4%
m	102825	7.4%
e	102825	7.4%
Other values (4)	224472	16.1%

Common

Value	Count	Frequency (%)
	102825	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1496016	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	205650	13.7%
l	121647	8.1%
s	121647	8.1%
y	102825	6.9%
a	102825	6.9%
	102825	6.9%
C	102825	6.9%
u	102825	6.9%
t	102825	6.9%
m	102825	6.9%
Other values (5)	327297	21.9%

Age
Real number (ℝ)

Distinct	75
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.377

Minimum	7
Maximum	85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	7
5-th percentile	14
Q1	27
median	40
Q3	51
95-th percentile	64
Maximum	85
Range	78
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	15.103129
Coefficient of variation (CV)	0.38355204
Kurtosis	-0.71989283
Mean	39.377
Median Absolute Deviation (MAD)	12
Skewness	-0.0047534008
Sum	4048940
Variance	228.1045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	2938	2.9%
25	2769	2.7%
40	2544	2.5%
44	2462	2.4%
42	2431	2.4%
41	2427	2.4%
22	2338	2.3%
45	2319	2.3%
23	2318	2.3%
47	2309	2.2%
Other values (65)	77970	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	557	0.5%
8	634	0.6%
9	682	0.7%
10	670	0.7%
11	667	0.6%
12	630	0.6%
13	619	0.6%
14	701	0.7%
15	807	0.8%
16	884	0.9%

Value	Count	Frequency (%)
85	17	< 0.1%
80	75	0.1%
79	40	< 0.1%
78	30	< 0.1%
77	85	0.1%
76	45	< 0.1%
75	60	0.1%
74	44	< 0.1%
73	49	< 0.1%
72	198	0.2%

Type of Travel
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Business travel	70897
Personal Travel	31928

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	1542375
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Personal Travel
2nd row	Business travel
3rd row	Business travel
4th row	Business travel
5th row	Business travel

Common Values

Value	Count	Frequency (%)
Business travel	70897	68.9%
Personal Travel	31928	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
travel	102825	50.0%
business	70897	34.5%
personal	31928	15.5%

Most occurring characters

Value	Count	Frequency (%)
s	244619	15.9%
e	205650	13.3%
r	134753	8.7%
a	134753	8.7%
l	134753	8.7%
n	102825	6.7%
	102825	6.7%
v	102825	6.7%
B	70897	4.6%
u	70897	4.6%
Other values (5)	237578	15.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1304797	84.6%
Uppercase Letter	134753	8.7%
Space Separator	102825	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	244619	18.7%
e	205650	15.8%
r	134753	10.3%
a	134753	10.3%
l	134753	10.3%
n	102825	7.9%
v	102825	7.9%
u	70897	5.4%
i	70897	5.4%
t	70897	5.4%

Uppercase Letter

Value	Count	Frequency (%)
B	70897	52.6%
P	31928	23.7%
T	31928	23.7%

Space Separator

Value	Count	Frequency (%)
	102825	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1439550	93.3%
Common	102825	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	244619	17.0%
e	205650	14.3%
r	134753	9.4%
a	134753	9.4%
l	134753	9.4%
n	102825	7.1%
v	102825	7.1%
B	70897	4.9%
u	70897	4.9%
i	70897	4.9%
Other values (4)	166681	11.6%

Common

Value	Count	Frequency (%)
	102825	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1542375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	244619	15.9%
e	205650	13.3%
r	134753	8.7%
a	134753	8.7%
l	134753	8.7%
n	102825	6.7%
	102825	6.7%
v	102825	6.7%
B	70897	4.6%
u	70897	4.6%
Other values (5)	237578	15.4%

Class
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Business	49125
Eco	46278
Eco Plus	7422

Length

Max length	8
Median length	8
Mean length	5.7496718
Min length	3

Characters and Unicode

Total characters	591210
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Eco Plus
2nd row	Business
3rd row	Business
4th row	Business
5th row	Business

Common Values

Value	Count	Frequency (%)
Business	49125	47.8%
Eco	46278	45.0%
Eco Plus	7422	7.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
eco	53700	48.7%
business	49125	44.6%
plus	7422	6.7%

Most occurring characters

Value	Count	Frequency (%)
s	154797	26.2%
u	56547	9.6%
E	53700	9.1%
c	53700	9.1%
o	53700	9.1%
B	49125	8.3%
i	49125	8.3%
n	49125	8.3%
e	49125	8.3%
	7422	1.3%
Other values (2)	14844	2.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	473541	80.1%
Uppercase Letter	110247	18.6%
Space Separator	7422	1.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	154797	32.7%
u	56547	11.9%
c	53700	11.3%
o	53700	11.3%
i	49125	10.4%
n	49125	10.4%
e	49125	10.4%
l	7422	1.6%

Uppercase Letter

Value	Count	Frequency (%)
E	53700	48.7%
B	49125	44.6%
P	7422	6.7%

Space Separator

Value	Count	Frequency (%)
	7422	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	583788	98.7%
Common	7422	1.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	154797	26.5%
u	56547	9.7%
E	53700	9.2%
c	53700	9.2%
o	53700	9.2%
B	49125	8.4%
i	49125	8.4%
n	49125	8.4%
e	49125	8.4%
P	7422	1.3%

Common

Value	Count	Frequency (%)
	7422	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	591210	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	154797	26.2%
u	56547	9.6%
E	53700	9.1%
c	53700	9.1%
o	53700	9.1%
B	49125	8.3%
i	49125	8.3%
n	49125	8.3%
e	49125	8.3%
	7422	1.3%
Other values (2)	14844	2.5%

Flight Distance
Real number (ℝ)

Distinct	3798
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1184.6871

Minimum	31
Maximum	4243
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	31
5-th percentile	175
Q1	413
median	841
Q3	1735
95-th percentile	3372
Maximum	4243
Range	4212
Interquartile range (IQR)	1322

Descriptive statistics

Standard deviation	992.2101
Coefficient of variation (CV)	0.83752926
Kurtosis	0.25325863
Mean	1184.6871
Median Absolute Deviation (MAD)	514
Skewness	1.1076961
Sum	1.2181545 × 10⁸
Variance	984480.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
337	654	0.6%
594	395	0.4%
404	390	0.4%
862	368	0.4%
2475	361	0.4%
447	358	0.3%
236	350	0.3%
399	330	0.3%
308	329	0.3%
192	328	0.3%
Other values (3788)	98962	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	8	< 0.1%
56	8	< 0.1%
67	124	0.1%
73	58	0.1%
74	30	< 0.1%
76	1	< 0.1%
77	41	< 0.1%
78	30	< 0.1%
80	2	< 0.1%
82	7	< 0.1%

Value	Count	Frequency (%)
4243	17	< 0.1%
4000	11	< 0.1%
3999	5	< 0.1%
3998	8	< 0.1%
3997	9	< 0.1%
3996	8	< 0.1%
3995	6	< 0.1%
3994	6	< 0.1%
3993	13	< 0.1%
3992	6	< 0.1%

Inflight wifi service
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7302018

Minimum	0
Maximum	5
Zeros	3075
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3283094
Coefficient of variation (CV)	0.48652424
Kurtosis	-0.84688829
Mean	2.7302018
Median Absolute Deviation (MAD)	1
Skewness	0.040054423
Sum	280733
Variance	1.7644058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	25583	24.9%
2	25553	24.9%
4	19592	19.1%
1	17650	17.2%
5	11372	11.1%
0	3075	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3075	3.0%
1	17650	17.2%
2	25553	24.9%
3	25583	24.9%
4	19592	19.1%
5	11372	11.1%

Value	Count	Frequency (%)
5	11372	11.1%
4	19592	19.1%
3	25583	24.9%
2	25553	24.9%
1	17650	17.2%
0	3075	3.0%

Departure/Arrival time convenient
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0595381

Minimum	0
Maximum	5
Zeros	5259
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5257378
Coefficient of variation (CV)	0.49868241
Kurtosis	-1.0388839
Mean	3.0595381
Median Absolute Deviation (MAD)	1
Skewness	-0.33386215
Sum	314597
Variance	2.3278759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	25255	24.6%
5	22179	21.6%
3	17773	17.3%
2	17004	16.5%
1	15355	14.9%
0	5259	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5259	5.1%
1	15355	14.9%
2	17004	16.5%
3	17773	17.3%
4	25255	24.6%
5	22179	21.6%

Value	Count	Frequency (%)
5	22179	21.6%
4	25255	24.6%
3	17773	17.3%
2	17004	16.5%
1	15355	14.9%
0	5259	5.1%

Ease of Online booking
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7569463

Minimum	0
Maximum	5
Zeros	4443
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3992376
Coefficient of variation (CV)	0.50753169
Kurtosis	-0.91099434
Mean	2.7569463
Median Absolute Deviation (MAD)	1
Skewness	-0.018553027
Sum	283483
Variance	1.9578659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	24198	23.5%
2	23742	23.1%
4	19369	18.8%
1	17359	16.9%
5	13714	13.3%
0	4443	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4443	4.3%
1	17359	16.9%
2	23742	23.1%
3	24198	23.5%
4	19369	18.8%
5	13714	13.3%

Value	Count	Frequency (%)
5	13714	13.3%
4	19369	18.8%
3	24198	23.5%
2	23742	23.1%
1	17359	16.9%
0	4443	4.3%

Gate location
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9760759

Minimum	0
Maximum	5
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2778111
Coefficient of variation (CV)	0.42936106
Kurtosis	-1.0308461
Mean	2.9760759
Median Absolute Deviation (MAD)	1
Skewness	-0.058018435
Sum	306015
Variance	1.6328012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	28270	27.5%
4	24153	23.5%
2	19272	18.7%
1	17399	16.9%
5	13730	13.4%
0	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	17399	16.9%
2	19272	18.7%
3	28270	27.5%
4	24153	23.5%
5	13730	13.4%

Value	Count	Frequency (%)
5	13730	13.4%
4	24153	23.5%
3	28270	27.5%
2	19272	18.7%
1	17399	16.9%
0	1	< 0.1%

Food and drink
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2040263

Minimum	0
Maximum	5
Zeros	77
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3290101
Coefficient of variation (CV)	0.41479377
Kurtosis	-1.1495426
Mean	3.2040263
Median Absolute Deviation (MAD)	1
Skewness	-0.15022514
Sum	329454
Variance	1.7662679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	24083	23.4%
5	22141	21.5%
3	22069	21.5%
2	21755	21.2%
1	12700	12.4%
0	77	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77	0.1%
1	12700	12.4%
2	21755	21.2%
3	22069	21.5%
4	24083	23.4%
5	22141	21.5%

Value	Count	Frequency (%)
5	22141	21.5%
4	24083	23.4%
3	22069	21.5%
2	21755	21.2%
1	12700	12.4%
0	77	0.1%

Online boarding
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2501629

Minimum	0
Maximum	5
Zeros	2428
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.349176
Coefficient of variation (CV)	0.41511028
Kurtosis	-0.69673118
Mean	3.2501629
Median Absolute Deviation (MAD)	1
Skewness	-0.45554934
Sum	334198
Variance	1.820276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	30471	29.6%
3	21610	21.0%
5	20460	19.9%
2	17328	16.9%
1	10528	10.2%
0	2428	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2428	2.4%
1	10528	10.2%
2	17328	16.9%
3	21610	21.0%
4	30471	29.6%
5	20460	19.9%

Value	Count	Frequency (%)
5	20460	19.9%
4	30471	29.6%
3	21610	21.0%
2	17328	16.9%
1	10528	10.2%
0	2428	2.4%

Seat comfort
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

4	31470
5	26214
3	18497
2	14721
1	11923

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	102825
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	1
3rd row	5
4th row	2
5th row	5

Common Values

Value	Count	Frequency (%)
4	31470	30.6%
5	26214	25.5%
3	18497	18.0%
2	14721	14.3%
1	11923	11.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	31470	30.6%
5	26214	25.5%
3	18497	18.0%
2	14721	14.3%
1	11923	11.6%

Most occurring characters

Value	Count	Frequency (%)
4	31470	30.6%
5	26214	25.5%
3	18497	18.0%
2	14721	14.3%
1	11923	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	102825	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	31470	30.6%
5	26214	25.5%
3	18497	18.0%
2	14721	14.3%
1	11923	11.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	102825	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	31470	30.6%
5	26214	25.5%
3	18497	18.0%
2	14721	14.3%
1	11923	11.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102825	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	31470	30.6%
5	26214	25.5%
3	18497	18.0%
2	14721	14.3%
1	11923	11.6%

Inflight entertainment
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3597763

Minimum	0
Maximum	5
Zeros	14
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3335675
Coefficient of variation (CV)	0.39692151
Kurtosis	-1.0617288
Mean	3.3597763
Median Absolute Deviation (MAD)	1
Skewness	-0.36651827
Sum	345469
Variance	1.7784023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	29144	28.3%
5	25021	24.3%
3	18830	18.3%
2	17482	17.0%
1	12334	12.0%
0	14	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	< 0.1%
1	12334	12.0%
2	17482	17.0%
3	18830	18.3%
4	29144	28.3%
5	25021	24.3%

Value	Count	Frequency (%)
5	25021	24.3%
4	29144	28.3%
3	18830	18.3%
2	17482	17.0%
1	12334	12.0%
0	14	< 0.1%

On-board service
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3847411

Minimum	0
Maximum	5
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2878225
Coefficient of variation (CV)	0.3804789
Kurtosis	-0.88766114
Mean	3.3847411
Median Absolute Deviation (MAD)	1
Skewness	-0.42377352
Sum	348036
Variance	1.6584869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	30637	29.8%
5	23425	22.8%
3	22579	22.0%
2	14445	14.0%
1	11736	11.4%
0	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	11736	11.4%
2	14445	14.0%
3	22579	22.0%
4	30637	29.8%
5	23425	22.8%

Value	Count	Frequency (%)
5	23425	22.8%
4	30637	29.8%
3	22579	22.0%
2	14445	14.0%
1	11736	11.4%
0	3	< 0.1%

Leg room service
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3476003

Minimum	0
Maximum	5
Zeros	472
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3172989
Coefficient of variation (CV)	0.39350544
Kurtosis	-0.98616417
Mean	3.3476003
Median Absolute Deviation (MAD)	1
Skewness	-0.34619646
Sum	344217
Variance	1.7352765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	28381	27.6%
5	24400	23.7%
3	19849	19.3%
2	19423	18.9%
1	10300	10.0%
0	472	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	472	0.5%
1	10300	10.0%
2	19423	18.9%
3	19849	19.3%
4	28381	27.6%
5	24400	23.7%

Value	Count	Frequency (%)
5	24400	23.7%
4	28381	27.6%
3	19849	19.3%
2	19423	18.9%
1	10300	10.0%
0	472	0.5%

Baggage handling
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

4	36962
5	26849
3	20401
2	11420
1	7193

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	102825
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	3
3rd row	4
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
4	36962	35.9%
5	26849	26.1%
3	20401	19.8%
2	11420	11.1%
1	7193	7.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	36962	35.9%
5	26849	26.1%
3	20401	19.8%
2	11420	11.1%
1	7193	7.0%

Most occurring characters

Value	Count	Frequency (%)
4	36962	35.9%
5	26849	26.1%
3	20401	19.8%
2	11420	11.1%
1	7193	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	102825	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	36962	35.9%
5	26849	26.1%
3	20401	19.8%
2	11420	11.1%
1	7193	7.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	102825	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	36962	35.9%
5	26849	26.1%
3	20401	19.8%
2	11420	11.1%
1	7193	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102825	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	36962	35.9%
5	26849	26.1%
3	20401	19.8%
2	11420	11.1%
1	7193	7.0%

Checkin service
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

4	28761
3	28248
5	20362
1	12737
2	12717

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	102825
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	1
3rd row	4
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
4	28761	28.0%
3	28248	27.5%
5	20362	19.8%
1	12737	12.4%
2	12717	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	28761	28.0%
3	28248	27.5%
5	20362	19.8%
1	12737	12.4%
2	12717	12.4%

Most occurring characters

Value	Count	Frequency (%)
4	28761	28.0%
3	28248	27.5%
5	20362	19.8%
1	12737	12.4%
2	12717	12.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	102825	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	28761	28.0%
3	28248	27.5%
5	20362	19.8%
1	12737	12.4%
2	12717	12.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	102825	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	28761	28.0%
3	28248	27.5%
5	20362	19.8%
1	12737	12.4%
2	12717	12.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102825	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	28761	28.0%
3	28248	27.5%
5	20362	19.8%
1	12737	12.4%
2	12717	12.4%

Inflight service
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6450571

Minimum	0
Maximum	5
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1737548
Coefficient of variation (CV)	0.32201272
Kurtosis	-0.34747489
Mean	3.6450571
Median Absolute Deviation (MAD)	1
Skewness	-0.6950352
Sum	374803
Variance	1.3777002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	37676	36.6%
5	26922	26.2%
3	19977	19.4%
2	11311	11.0%
1	6936	6.7%
0	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	6936	6.7%
2	11311	11.0%
3	19977	19.4%
4	37676	36.6%
5	26922	26.2%

Value	Count	Frequency (%)
5	26922	26.2%
4	37676	36.6%
3	19977	19.4%
2	11311	11.0%
1	6936	6.7%
0	3	< 0.1%

Cleanliness
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2862047

Minimum	0
Maximum	5
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3116768
Coefficient of variation (CV)	0.3991464
Kurtosis	-1.0113409
Mean	3.2862047
Median Absolute Deviation (MAD)	1
Skewness	-0.29971119
Sum	337904
Variance	1.720496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	26885	26.1%
3	24376	23.7%
5	22432	21.8%
2	15955	15.5%
1	13166	12.8%
0	11	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	< 0.1%
1	13166	12.8%
2	15955	15.5%
3	24376	23.7%
4	26885	26.1%
5	22432	21.8%

Value	Count	Frequency (%)
5	22432	21.8%
4	26885	26.1%
3	24376	23.7%
2	15955	15.5%
1	13166	12.8%
0	11	< 0.1%

Departure Delay in Minutes
Real number (ℝ)

Distinct	214
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.32036

Minimum	0
Maximum	215
Zeros	58649
Zeros (%)	57.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12
95-th percentile	69
Maximum	215
Range	215
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	26.688097
Coefficient of variation (CV)	2.1661784
Kurtosis	12.452258
Mean	12.32036
Median Absolute Deviation (MAD)	0
Skewness	3.2801619
Sum	1266841
Variance	712.25451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58649	57.0%
1	2947	2.9%
2	2272	2.2%
3	2007	2.0%
4	1852	1.8%
5	1692	1.6%
6	1515	1.5%
7	1392	1.4%
8	1295	1.3%
9	1254	1.2%
Other values (204)	27950	27.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58649	57.0%
1	2947	2.9%
2	2272	2.2%
3	2007	2.0%
4	1852	1.8%
5	1692	1.6%
6	1515	1.5%
7	1392	1.4%
8	1295	1.3%
9	1254	1.2%

Value	Count	Frequency (%)
215	1	< 0.1%
214	2	< 0.1%
212	5	< 0.1%
211	2	< 0.1%
210	2	< 0.1%
209	4	< 0.1%
207	1	< 0.1%
206	2	< 0.1%
205	3	< 0.1%
204	3	< 0.1%

Arrival Delay in Minutes
Real number (ℝ)

Distinct	320
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.721232

Minimum	0
Maximum	242
Zeros	58135
Zeros (%)	56.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12
95-th percentile	70
Maximum	242
Range	242
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	27.259741
Coefficient of variation (CV)	2.1428539
Kurtosis	12.765626
Mean	12.721232
Median Absolute Deviation (MAD)	0
Skewness	3.3008178
Sum	1308060.6
Variance	743.09349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58135	56.5%
1	2211	2.2%
2	2061	2.0%
3	1952	1.9%
4	1906	1.9%
5	1657	1.6%
6	1616	1.6%
7	1481	1.4%
8	1394	1.4%
9	1264	1.2%
Other values (310)	29148	28.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58135	56.5%
0.7224441073	116	0.1%
1	2211	2.2%
1.702664742	9	< 0.1%
2	2061	2.0%
2.682885377	8	< 0.1%
3	1952	1.9%
3.663106011	3	< 0.1%
4	1906	1.9%
4.643326646	9	< 0.1%

Value	Count	Frequency (%)
242	1	< 0.1%
237	1	< 0.1%
229	2	< 0.1%
227	1	< 0.1%
226	1	< 0.1%
225	1	< 0.1%
224	3	< 0.1%
222	3	< 0.1%
221	3	< 0.1%
219	6	< 0.1%

satisfaction
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

neutral or dissatisfied	58226
satisfied	44599

Length

Max length	23
Median length	23
Mean length	16.927683
Min length	9

Characters and Unicode

Total characters	1740589
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	neutral or dissatisfied
2nd row	neutral or dissatisfied
3rd row	satisfied
4th row	neutral or dissatisfied
5th row	satisfied

Common Values

Value	Count	Frequency (%)
neutral or dissatisfied	58226	56.6%
satisfied	44599	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
neutral	58226	26.6%
or	58226	26.6%
dissatisfied	58226	26.6%
satisfied	44599	20.3%

Most occurring characters

Value	Count	Frequency (%)
i	263876	15.2%
s	263876	15.2%
e	161051	9.3%
t	161051	9.3%
a	161051	9.3%
d	161051	9.3%
r	116452	6.7%
	116452	6.7%
f	102825	5.9%
n	58226	3.3%
Other values (3)	174678	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1624137	93.3%
Space Separator	116452	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	263876	16.2%
s	263876	16.2%
e	161051	9.9%
t	161051	9.9%
a	161051	9.9%
d	161051	9.9%
r	116452	7.2%
f	102825	6.3%
n	58226	3.6%
u	58226	3.6%
Other values (2)	116452	7.2%

Space Separator

Value	Count	Frequency (%)
	116452	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1624137	93.3%
Common	116452	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	263876	16.2%
s	263876	16.2%
e	161051	9.9%
t	161051	9.9%
a	161051	9.9%
d	161051	9.9%
r	116452	7.2%
f	102825	6.3%
n	58226	3.6%
u	58226	3.6%
Other values (2)	116452	7.2%

Common

Value	Count	Frequency (%)
	116452	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1740589	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	263876	15.2%
s	263876	15.2%
e	161051	9.3%
t	161051	9.3%
a	161051	9.3%
d	161051	9.3%
r	116452	6.7%
	116452	6.7%
f	102825	5.9%
n	58226	3.3%
Other values (3)	174678	10.0%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	Gender	Customer Type	Age	Type of Travel	Class	Flight Distance	Inflight wifi service	Departure/Arrival time convenient	Ease of Online booking	Gate location	Food and drink	Online boarding	Seat comfort	Inflight entertainment	On-board service	Leg room service	Baggage handling	Checkin service	Inflight service	Cleanliness	Departure Delay in Minutes	Arrival Delay in Minutes	satisfaction
0	70172	Male	Loyal Customer	13	Personal Travel	Eco Plus	460	3	4	3	1	5	3	5	5	4	3	4	4	5	5	25.0	18.0	neutral or dissatisfied
1	5047	Male	disloyal Customer	25	Business travel	Business	235	3	2	3	3	1	3	1	1	1	5	3	1	4	1	1.0	6.0	neutral or dissatisfied
2	110028	Female	Loyal Customer	26	Business travel	Business	1142	2	2	2	2	5	5	5	5	4	3	4	4	4	5	0.0	0.0	satisfied
3	24026	Female	Loyal Customer	25	Business travel	Business	562	2	5	5	5	2	2	2	2	2	5	3	1	4	2	11.0	9.0	neutral or dissatisfied
4	119299	Male	Loyal Customer	61	Business travel	Business	214	3	3	3	3	4	5	5	3	3	4	4	3	3	3	0.0	0.0	satisfied
5	111157	Female	Loyal Customer	26	Personal Travel	Eco	1180	3	4	2	1	1	2	1	1	3	4	4	4	4	1	0.0	0.0	neutral or dissatisfied
6	82113	Male	Loyal Customer	47	Personal Travel	Eco	1276	2	4	2	3	2	2	2	2	3	3	4	3	5	2	9.0	23.0	neutral or dissatisfied
7	96462	Female	Loyal Customer	52	Business travel	Business	2035	4	3	4	4	5	5	5	5	5	5	5	4	5	4	4.0	0.0	satisfied
8	79485	Female	Loyal Customer	41	Business travel	Business	853	1	2	2	2	4	3	3	1	1	2	1	4	1	2	0.0	0.0	neutral or dissatisfied
9	65725	Male	disloyal Customer	20	Business travel	Eco	1061	3	3	3	4	2	3	3	2	2	3	4	4	3	2	0.0	0.0	neutral or dissatisfied

	id	Gender	Customer Type	Age	Type of Travel	Class	Flight Distance	Inflight wifi service	Departure/Arrival time convenient	Ease of Online booking	Gate location	Food and drink	Online boarding	Seat comfort	Inflight entertainment	On-board service	Leg room service	Baggage handling	Checkin service	Inflight service	Cleanliness	Departure Delay in Minutes	Arrival Delay in Minutes	satisfaction
103894	86549	Male	Loyal Customer	26	Business travel	Business	712	4	4	4	4	5	5	5	5	3	4	4	3	4	5	17.0	26.0	satisfied
103895	66030	Female	disloyal Customer	24	Business travel	Eco	1055	1	1	1	2	1	1	1	1	3	3	5	5	4	1	13.0	10.0	neutral or dissatisfied
103896	71445	Male	Loyal Customer	57	Business travel	Eco	867	4	5	5	5	4	4	4	4	3	4	3	1	3	4	0.0	0.0	neutral or dissatisfied
103897	102203	Female	Loyal Customer	60	Business travel	Business	1599	5	5	5	5	5	5	4	4	4	4	4	4	4	4	9.0	7.0	satisfied
103898	60666	Male	Loyal Customer	50	Personal Travel	Eco	1620	3	1	3	4	2	3	2	2	4	3	4	2	4	2	0.0	0.0	neutral or dissatisfied
103899	94171	Female	disloyal Customer	23	Business travel	Eco	192	2	1	2	3	2	2	2	2	3	1	4	2	3	2	3.0	0.0	neutral or dissatisfied
103900	73097	Male	Loyal Customer	49	Business travel	Business	2347	4	4	4	4	2	4	5	5	5	5	5	5	5	4	0.0	0.0	satisfied
103901	68825	Male	disloyal Customer	30	Business travel	Business	1995	1	1	1	3	4	1	5	4	3	2	4	5	5	4	7.0	14.0	neutral or dissatisfied
103902	54173	Female	disloyal Customer	22	Business travel	Eco	1000	1	1	1	5	1	1	1	1	4	5	1	5	4	1	0.0	0.0	neutral or dissatisfied
103903	62567	Male	Loyal Customer	27	Business travel	Business	1723	1	3	3	3	1	1	1	1	1	1	4	4	3	1	0.0	0.0	neutral or dissatisfied

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)